Our mission is to build, commercialize, and open source components and tools that make it easy for developers and users to develop AI agents to solve real-world use cases.
Mozilla.ai的外部链接
?? Join Mozilla.ai engineers for a tech talk on Lumigator, the open-source tool for selecting the best LLMs ?? Perfect for all Software Engineers without deep ML expertise, this session includes a feature walkthrough, real-world demo, and a preview of what's ahead before Lumigator's General Availability in early 2025! ?? #OpenSource #LLMs #AI #DeveloperTools #MozillaAI
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The behavior of ML models is often affected by randomness at different levels: from the initialization of model parameters to the dataset split into training and evaluation. Thus, a model's predictions—like the answers LLMs provide—are potentially different every time it is run, which makes evaluating model performances more complex than it appears. This post by Davide Eynard is an introduction to?hypothesis testing?and how it can be used to compare results from different experiments (for instance, evaluations of different ML models) and draw conclusions that are supported by statistical evidence. It's powered by a marimo notebook that can run entirely in your browser so you're able to experiment and test it for yourself! *** Special thanks to Akshay Agrawal and Myles Scolnick building marimo and providing help and super early feedback; and to Vicki Boykis and Oleg Lavrovsky for testing the notebook and offering great suggestions on how to improve it.
Mozilla.ai转发了
This blog post by Davide Eynard from Mozilla.ai, with input from Vicki Boykis, explains the basics of hypothesis testing. It's powered by a marimo notebook that runs entirely in the browser — marimo's interactive elements and Pyodide support make it well-suited to education https://lnkd.in/eEt8ykte
As we continue to build?Lumigator, our platform that helps developers choose the right large language model for their projects, we'd love to hear from you and ensure we're addressing the needs of the community! Please help us shape the future of Lumigator by answering?our survey?with insights on the infrastructure you use and the challenges you face in your AI development journey. It's focused on developers working with AI/LLM, completely anonymous and takes less than 5 minutes. Thank you!
Introducing Lumigator ?? In today’s fast-moving AI landscape, choosing the right large language model (LLM) for your project can feel like navigating a maze. With hundreds of models, each offering different capabilities, the process can be overwhelming. That’s why Mozilla.ai is developing?Lumigator,?a product designed to help developers confidently select the best LLM for their specific project. Read our launch publication by Juliana Araújo and subscribe to get further updates!
Introducing Lumigator ?? In today’s fast-moving AI landscape, choosing the right large language model (LLM) for your project can feel like navigating a maze. With hundreds of models, each offering different capabilities, the process can be overwhelming. That’s why?Mozilla.ai?is developing?Lumigator,?a product designed to help developers confidently select the best LLM for their specific project. Read our launch publication by Juliana Araújo and subscribe to get further updates! https://lnkd.in/d-zz_d2U
Another day, another model. However, the effectiveness of these AI systems largely depends on the quality of the data used for training and evaluation. This is where the concept of?ground truth?plays a crucial role, as it refers to the accurate, real-world data that acts as the gold standard for training AI models and assessing their performance. Sandra Antunes, Product Operations Manager at Mozilla.ai, provides today an extensive overview of the importance of ground truth data in AI applications. #AI #machinelearning #datasets
Mozilla.ai转发了
Wow ?? HuggingChat is now natively integrated inside of Mozilla Firefox ?? To activate it: Go to Settings > Firefox Labs > AI Chatbot > Pick HuggingChat This is super convenient ?? hat/tip Mozilla.ai
?? Exciting Opportunity Alert! ?? We’re hiring a Machine Learning Engineer to join Mozilla.ai’s engineering team. If you’re passionate about building open source, scalable, trustworthy AI solutions, this remote role is for you! ?? Mozilla.ai is driving the AI revolution with an open-source approach. Join us in developing our model selection platform, Lumigator. ?? Remote (Europe, East Coast USA, Canada) Ready to shape the future of AI with us? Apply now through the link below!
In this great panel, Product Manager Stefan French shared his views on how to build and design responsible AI systems in today's world, drawing on his current work at Mozilla.ai and his extensive background in Data Science consulting in the UK Public Sector. Thank you Allegra Guinan for moderating such a great panel at the #Lisbon MLOps Community meetup alongside Sophie Dermaux, Anjali Agarwal, and Jo?o Silveira!
A few weeks ago, I had the pleasure of moderating a panel on #responsibleAI in action, at the #Lisbon MLOps Community meetup! Let me tell you, this was a value-packed conversation. Our goal was to bring together a group of individuals who could speak to the realities of getting responsible AI into production, bringing the engineering and data perspective to a conversation that often takes a theoretical direction. I'd say we succeeded. Huge thanks to the sponsors Mozilla.ai and Unbabel & the speakers: Sophie Dermaux, Anjali Agarwal, Jo?o Silveira, and Stefan French. Check it out here (this will land you in a particularly insightful section)! https://lnkd.in/dqEvGttx